MMLForge Search models, datasets, tasks… Start free

Home › Models › Text Classification

Best Text Classification Models

105

105 text classification models on MLForge, ranked by downloads — including work from BAAI, ProsusAI, cardiffnlp, distilbert. Compare, download and run them locally on your own GPU. Free tier.

Start free Desktop app

Top Text Classification models

B BAAI/bge-reranker-v2-m3 Text Classification ·567.8M params 16.2M 1.1K 🤗 HF F ProsusAI/finbert Text Classification 7.6M 1.2K 🤗 HF B BAAI/bge-reranker-base Text Classification ·278.0M params 4.1M 238 🤗 HF T cardiffnlp/twitter-roberta-base-sentiment-latest Text Classification 3.9M 813 🤗 HF D distilbert/distilbert-base-uncased-finetuned-sst-2-english Text Classification ·67.0M params 3.6M 910 🤗 HF T trl-internal-testing/tiny-Qwen2ForSequenceClassification-2.5 Text Classification ·2.4M params 1.5M 1 🤗 HF S nie3e/sentiment-polish-gpt2-small Text Classification ·126.0M params 1.4M 1 🤗 HF F facebook/fasttext-language-identification Text Classification 1.3M 269 🤗 HF R TrustSafeAI/RADAR-Vicuna-7B Text Classification 1.3M 13 🤗 HF T cardiffnlp/twitter-xlm-roberta-base-sentiment Text Classification 1.3M 269 🤗 HF R SamLowe/roberta-base-go_emotions Text Classification ·124.7M params 1.3M 680 🤗 HF T cardiffnlp/twitter-roberta-base-sentiment Text Classification 1.1M 337 🤗 HF B nlptown/bert-base-multilingual-uncased-sentiment Text Classification ·167.4M params 938.1K 479 🤗 HF R openai-community/roberta-base-openai-detector Text Classification ·125.2M params 858.8K 134 🤗 HF B BAAI/bge-reranker-v2-gemma Text Classification ·2.5B params 784.2K 85 🤗 HF E j-hartmann/emotion-english-distilroberta-base Text Classification 762.0K 500 🤗 HF F yiyanghkust/finbert-tone Text Classification 747.1K 220 🤗 HF D lxyuan/distilbert-base-multilingual-cased-sentiments-student Text Classification ·135.3M params 696.4K 314 🤗 HF J jinaai/jina-reranker-m0 Text Classification ·2.4B params 691.8K 120 🤗 HF T livekit/turn-detector Text Classification ·134.5M params 661.6K 114 🤗 HF R pysentimiento/robertuito-sentiment-analysis Text Classification ·108.8M params 512.6K 100 🤗 HF X papluca/xlm-roberta-base-language-detection Text Classification ·278.1M params 511.7K 375 🤗 HF M ncbi/MedCPT-Cross-Encoder Text Classification 496.7K 31 🤗 HF Q boboliu/Qwen3-Reranker-4B-W4A16-G128 Text Classification ·4.1B params 491.0K 2 🤗 HF Q jason9693/Qwen2.5-1.5B-apeach Text Classification ·1.5B params 474.5K 6 🤗 HF C ElKulako/cryptobert Text Classification ·124.6M params 389.9K 191 🤗 HF I internlm/internlm2-1_8b-reward Text Classification ·1.7B params 346.1K 16 🤗 HF I E-MIMIC/inclusively-classification Text Classification ·110.7M params 343.4K 1 🤗 HF X MilaNLProc/xlm-emo-t Text Classification 319.7K 11 🤗 HF B finiteautomata/bertweet-base-sentiment-analysis Text Classification 306.9K 192 🤗 HF P cybersectony/phishing-email-detection-distilbert_v2.4.1 Text Classification ·67.0M params 297.1K 26 🤗 HF B Arunavaonly/Bangla-twoclass-Sentiment-Analyzer Text Classification ·278.0M params 284.5K 1 🤗 HF R FacebookAI/roberta-large-mnli Text Classification ·356.4M params 273.7K 210 🤗 HF M tabularisai/multilingual-sentiment-analysis Text Classification ·135.3M params 255.9K 380 🤗 HF G oliverguhr/german-sentiment-bert Text Classification ·109.1M params 254.4K 70 🤗 HF D yangheng/deberta-v3-large-absa-v1.1 Text Classification ·435.1M params 244.4K 26 🤗 HF R blanchefort/rubert-base-cased-sentiment Text Classification ·177.9M params 244.1K 20 🤗 HF D protectai/deberta-v3-base-prompt-injection-v2 Text Classification ·184.4M params 236.2K 112 🤗 HF D microsoft/deberta-large-mnli Text Classification 214.9K 32 🤗 HF D mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis Text Classification ·82.1M params 213.7K 460 🤗 HF Q Qwen/Qwen2.5-Math-PRM-7B Text Classification ·7.6B params 211.2K 90 🤗 HF F lucas-leme/FinBERT-PT-BR Text Classification 199.5K 30 🤗 HF E jitesh/emotion-english Text Classification ·82.1M params 193.3K 10 🤗 HF S siebert/sentiment-roberta-large-english Text Classification 192.3K 157 🤗 HF N michelleli99/NSFW_text_classifier Text Classification 185.6K 110 🤗 HF K snunlp/KR-FinBert-SC Text Classification 183.6K 39 🤗 HF T unitary/toxic-bert Text Classification ·109.5M params 180.2K 222 🤗 HF R s-nlp/roberta_toxicity_classifier Text Classification 177.7K 72 🤗 HF D microsoft/deberta-xlarge-mnli Text Classification 177.4K 23 🤗 HF B BAAI/bge-reranker-v2.5-gemma2-lightweight Text Classification ·9.2B params 156.3K 54 🤗 HF T cardiffnlp/twitter-xlm-roberta-base-sentiment-multilingual Text Classification 156.1K 31 🤗 HF H vectara/hallucination_evaluation_model Text Classification ·109.6M params 134.8K 356 🤗 HF G padmajabfrl/Gender-Classification Text Classification 134.1K 32 🤗 HF B CAMeL-Lab/bert-base-arabic-camelbert-mix-sentiment Text Classification 121.8K 8 🤗 HF S qandos0/SentimentArEng Text Classification ·278.0M params 120.7K 🤗 HF B iarfmoose/bert-base-cased-qa-evaluator Text Classification 116.2K 10 🤗 HF T tomh/toxigen_roberta Text Classification 111.1K 10 🤗 HF I crypter70/IndoBERT-Sentiment-Analysis Text Classification ·124.4M params 105.9K 2 🤗 HF I thoriqfy/indobert-emotion-classification Text Classification ·335.1M params 105.0K 8 🤗 HF G cis-lmu/glotlid Text Classification 103.5K 101 🤗 HF B ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa Text Classification 102.7K 20 🤗 HF S nikolamilosevic/SCIFACT_xlm_roberta_large Text Classification 102.3K 1 🤗 HF F LenDigLearn/formality-classifier-mdeberta-v3-base Text Classification ·278.8M params 96.1K 🤗 HF I agufsamudra/indo-sentiment-analysis Text Classification ·124.4M params 94.2K 🤗 HF S j-hartmann/sentiment-roberta-large-english-3-classes Text Classification 90.8K 26 🤗 HF I w11wo/indonesian-roberta-base-sentiment-classifier Text Classification ·124.6M params 89.3K 57 🤗 HF B JungleLee/bert-toxic-comment-classification Text Classification 89.3K 22 🤗 HF R vibhorag101/roberta-base-suicide-prediction-phr Text Classification 88.5K 12 🤗 HF R ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli Text Classification 88.1K 22 🤗 HF T martin-ha/toxic-comment-model Text Classification 87.9K 69 🤗 HF Q ssmits/Qwen2-7B-Instruct-embed-base Text Classification ·7.1B params 85.3K 5 🤗 HF Q Qwen/Qwen2.5-Math-RM-72B Text Classification ·72.8B params 81.6K 83 🤗 HF A madhurjindal/autonlp-Gibberish-Detector-492513457 Text Classification ·67.0M params 81.5K 69 🤗 HF T KoalaAI/Text-Moderation Text Classification ·139.2M params 79.9K 94 🤗 HF A PirateXX/AI-Content-Detector Text Classification 78.4K 9 🤗 HF I Hate-speech-CNERG/indic-abusive-allInOne-MuRIL Text Classification ·237.6M params 78.3K 5 🤗 HF D yangheng/deberta-v3-base-absa-v1.1 Text Classification ·184.4M params 78.0K 74 🤗 HF T trl-internal-testing/tiny-LlamaForSequenceClassification-3.2 Text Classification ·2.1M params 74.5K 🤗 HF R facebook/roberta-hate-speech-dynabench-r4-target Text Classification ·124.6M params 73.7K 100 🤗 HF S Skywork/Skywork-Reward-Llama-3.1-8B-v0.2 Text Classification ·7.5B params 66.3K 43 🤗 HF U LxzGordon/URM-LLaMa-3.1-8B Text Classification ·7.5B params 62.0K 13 🤗 HF U unitary/unbiased-toxic-roberta Text Classification 58.4K 28 🤗 HF Q shahrukhx01/question-vs-statement-classifier Text Classification ·11.2M params 56.0K 47 🤗 HF F ahmedrachid/FinancialBERT-Sentiment-Analysis Text Classification 49.4K 97 🤗 HF B ealvaradob/bert-finetuned-phishing Text Classification 32.8K 35 🤗 HF B michiyasunaga/BioLinkBERT-base Text Classification 19.0K 45 🤗 HF B michiyasunaga/BioLinkBERT-large Text Classification 13.1K 45 🤗 HF K daekeun-ml/koelectra-small-v3-nsmc Text Classification ·14.1M params 6.6K 7 🤗 HF L michiyasunaga/LinkBERT-large Text Classification 2.6K 14 🤗 HF G dascim/greekbart-sentiment-classification Text Classification ·139.8M params 2.3K 🤗 HF S razent/SciFive-base-Pubmed_PMC Text Classification ·222.9M params 2.3K 7 🤗 HF S razent/SciFive-large-Pubmed_PMC Text Classification 972 10 🤗 HF S razent/SciFive-large-Pubmed Text Classification ·737.7M params 913 2 🤗 HF S razent/SciFive-base-PMC Text Classification ·222.9M params 666 🤗 HF N paperbd/neuraltxt-reward-tiny Text Classification ·22.7M params 427 🤗 HF S razent/SciFive-base-Pubmed Text Classification 411 4 🤗 HF M vasantharan/Multimodal_Hate_Speech_Detection_in_Dravidian_languages Text Classification 278 🤗 HF F dleemiller/finecat-nli-s Text Classification ·68.4M params 153 🤗 HF L michiyasunaga/LinkBERT-base Text Classification 104 8 🤗 HF Q saiteki-kai/QA-DeBERTa-MeanPooling-binary Text Classification ·438.2M params 86 🤗 HF N paperbd/neuraltxt-reward-tiny-mlx Text Classification ·22.7M params 80 🤗 HF Q fatihburakkaragoz/quora-cross-encoder Text Classification ·184.4M params 79 🤗 HF Q saiteki-kai/QA-DeBERTa-IGPooling-binary Text Classification ·439.3M params 74 🤗 HF B mradermacher/Bert-Tinny-GGUF Text Classification 63 🤗 HF S razent/SciFive-large-PMC Text Classification 30 1 🤗 HF

Other tasks